Projects in Awesome Lists tagged with efficientnetb0

https://github.com/luluw8071/asl-alphabet-detection

American Sign Language Alphabet Detection in Real Time using OpenCV-Mediapipe with EfficientNetB0 in PyTorch

american-sign-language deep-neural-networks efficientnetb0 image-classification python pytorch sign-language-recognition streamlit

Last synced: 12 Nov 2024

https://github.com/sitamgithub-msit/maldetect

A Deep Learning application for Malaria Detection

comet-ml containers deep-learning docker efficientnetb0 experiment-tracking flask-api google-cloud-build google-cloud-platform google-cloud-run html-css-javascript keras-cv keras3 matplotlib numpy pytest python serverless tensorflow tensorflow-datasets

Last synced: 30 Nov 2024

https://github.com/safwanshamsir99/dust-detection-cnn

Dust detection on solar photovoltaics panel using pre-trained CNN models

computer-vision efficientnetb0 resnet50 solar-panels vgg16

Last synced: 14 Dec 2024

https://github.com/dev-khant/image-captioning

Image Captioning using EfficientNet and GRU

attention-mechanism efficientnetb0 gru

Last synced: 22 Nov 2024

https://github.com/allenpandas/yolov5-v6.2-classification

YOLOv5-v6.2-Classification-Models | 基于YOLOv5-v6.2版本创建的分类检测模型

classification classification-model efficientdet efficientnetb0 efficientnetb1 resnet-101 resnet-18 resnet-34 resnet-50 yolo yolov5

Last synced: 23 Nov 2024

https://github.com/msikorski93/alzheimer-s-disease-classification

A multi classification using scikit-learn and TensorFlow models on MRI scans of patient's brains.

alzheimers-disease classification efficientnetb0 inceptionv3 knn-classifier mri-brain random-forest scikit-learn svc tensorflow

Last synced: 11 Nov 2024

https://github.com/xza85hrf/flag_prediction_project

This application predicts the name of a country (or countries) based on an input flag image. It uses advanced image processing techniques and deep learning models built with PyTorch to classify flags accurately.

cross-validation cuda data-augmentation docker efficientnetb0 flag-recognition image-classification machine-learning mixed-precision-training mobilenetv2 python pytorch resnet resnet-50 transfer-learning

Last synced: 04 Dec 2024

https://github.com/nouhabenhamada/image-classification-is-it-real-or-generated-by-ai-

A Streamlit aaplication to distinguish between AI-generated and real images. Utilizing the TensorFlow framework, the core model is based on EfficientNetB0, which has been fine-tuned on a custom dataset containing both fake and real images.

classification efficientnetb0 streamlit tensorflow

Last synced: 16 Dec 2024

https://github.com/alitahir-101/finnish-traffic-sign-recognition

Real-time Finnish traffic sign detection and classification using synthetic data, transfer learning, and advanced deep learning techniques.

ai autonomous-driving blender computer-vision dataset-augmentation deep-learning efficientnetb0 finnish-traffic-signs jamk opencv real-time-detection synthetic-data traffic-sign-recognition transfer-learning yolo

Last synced: 19 Dec 2024

https://github.com/ridadogrul/efficientnetb0_for_transfer_learning

efficientnet efficientnetb0 machine-learning stanford-cars transfer-learning

Last synced: 13 Dec 2024

https://github.com/etienne-bobo/food101_classification_tensorflow

The model employs mixed-precision training within the TensorFlow framework, utilizing transfer learning techniques that encompass both feature extraction and fine-tuning stages. This approach is executed on the EfficientNetB0 architecture

deep-learning efficientnetb0 feature-extraction fine-tuning tensorflow2 tranfer-learning

Last synced: 11 Nov 2024

https://github.com/kailash-natarajan/inr-currency-denomination-recognition-using-transfer-learning

INR Denomination Recognition is an image classification project

cnn deep-learning efficientnetb0 feature-extraction fine-tuning image-classification keras keras-tensorflow tensorflow tensorflow2 transfer-learning transfer-learning-with-cnn

Last synced: 09 Nov 2024

https://github.com/furkantsnb/coalclassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

coal-classification computer-vision data-visualization efficientnetb0 image-classification keras python streamlit tensorflow

Last synced: 22 Dec 2024